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Fix using logarithmic scale breaks matplotlib reporting

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This commit is contained in:
allegroai 2022-08-29 18:00:59 +03:00
parent e30f497618
commit a6104347f2
1 changed files with 33 additions and 28 deletions
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61
clearml/binding/matplotlib_bind.py
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@ -417,43 +417,48 @@ class PatchedMatplotlib:
plotly_renderer = PatchedMatplotlib._matplotlylib.PlotlyRenderer()
PatchedMatplotlib._matplotlylib.Exporter(plotly_renderer, close_mpl=False).run(fig)
x_ticks = list(plotly_renderer.current_mpl_ax.get_xticklabels())
if x_ticks:
def process_tick_text(ticks, axes, val_index):
if not ticks:
return
# noinspection PyBroadException
try:
# check if all values can be cast to float
_ = [float(t.get_text().replace('−', '-')) for t in x_ticks]
_ = [float(t.get_text().replace("−", "-")) for t in ticks]
except Exception:
# noinspection PyBroadException
try:
_xaxis = next(x for x in ('xaxis', 'xaxis0', 'xaxis1')
if x in plotly_renderer.plotly_fig['layout'])
plotly_renderer.plotly_fig['layout'][_xaxis].update({
'ticktext': [t.get_text() for t in x_ticks],
'tickvals': [t.get_position()[0] for t in x_ticks],
})
plotly_renderer.plotly_fig['layout'][_xaxis].pop('type', None)
except Exception:
pass
y_ticks = list(plotly_renderer.current_mpl_ax.get_yticklabels())
if y_ticks:
# noinspection PyBroadException
try:
# check if all values can be cast to float
_ = [float(t.get_text().replace('−', '-')) for t in y_ticks]
except Exception:
# noinspection PyBroadException
try:
_yaxis = next(x for x in ('yaxis', 'yaxis0', 'yaxis1')
if x in plotly_renderer.plotly_fig['layout'])
plotly_renderer.plotly_fig['layout']['_yaxis'].update({
'ticktext': [t.get_text() for t in y_ticks],
'tickvals': [t.get_position()[1] for t in y_ticks],
})
plotly_renderer.plotly_fig['layout'][_yaxis].pop('type', None)
def convert_latex_math_powers_to_html(text):
# noinspection PyBroadException
try:
if not text or not text.startswith("$\\mathdefault{") or not text.endswith("}}$"):
return text
numbers = text[len("$\\mathdefault{"): -len("}}$")].split("^{")
if len(numbers) != 2:
return text
base, exp_ = numbers[0], numbers[1]
return "{}<sup>{}</sup>".format(base, exp_)
except Exception:
return text
_axis = next(x for x in axes if x in plotly_renderer.plotly_fig["layout"])
plotly_renderer.plotly_fig["layout"][_axis].update(
{
"ticktext": [convert_latex_math_powers_to_html(t.get_text()) for t in ticks],
"tickvals": [t.get_position()[val_index] for t in ticks],
}
)
if plotly_renderer.plotly_fig["layout"][_axis].get("type") == "linear":
plotly_renderer.plotly_fig["layout"][_axis].pop("type", None)
except Exception:
pass
process_tick_text(
list(plotly_renderer.current_mpl_ax.get_xticklabels()), ("xaxis", "xaxis0", "xaxis1"), 0
)
process_tick_text(
list(plotly_renderer.current_mpl_ax.get_yticklabels()), ("yaxis", "yaxis0", "yaxis1"), 1
)
# try to bring back legend
# noinspection PyBroadException
try: